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Quan Y, Duan H, Zhan Z, Shen Y, Lin R, Liu T, Zhang T, Wu J, Huang J, Zhai G, Song X, Zhou Y, Sun X. Binocular head-mounted chromatic pupillometry can detect structural and functional loss in glaucoma. Front Neurosci 2023; 17:1187619. [PMID: 37456990 PMCID: PMC10346847 DOI: 10.3389/fnins.2023.1187619] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 06/07/2023] [Indexed: 07/18/2023] Open
Abstract
Aim The aim of this study is to evaluate the utility of binocular chromatic pupillometry in detecting impaired pupillary light response (PLR) in patients with primary open-angle glaucoma (POAG) and to assess the feasibility of using binocular chromatic pupillometer in opportunistic POAG diagnosis in community-based or telemedicine-based services. Methods In this prospective, cross-sectional study, 74 patients with POAG and 23 healthy controls were enrolled. All participants underwent comprehensive ophthalmologic examinations including optical coherence tomography (OCT) and standard automated perimetry (SAP). The PLR tests included sequential tests of full-field chromatic stimuli weighted by rods, intrinsically photosensitive retinal ganglion cells (ipRGCs), and cones (Experiment 1), as well as alternating chromatic light flash-induced relative afferent pupillary defect (RAPD) test (Experiment 2). In Experiment 1, the constricting amplitude, velocity, and time to maximum constriction/dilation were calculated in three cell type-weighted responses, and the post-illumination response of ipRGC-weighted response was evaluated. In Experiment 2, infrared pupillary asymmetry (IPA) amplitude and anisocoria duration induced by intermittent blue or red light flashes were calculated. Results In Experiment 1, the PLR of POAG patients was significantly reduced in all conditions, reflecting the defect in photoreception through rods, cones, and ipRGCs. The variable with the highest area under the receiver operating characteristic curve (AUC) was time to max dilation under ipRGC-weighted stimulus, followed by the constriction amplitude under cone-weighted stimulus and the constriction amplitude response to ipRGC-weighted stimuli. The impaired PLR features were associated with greater visual field loss, thinner retinal nerve fiber layer (RNFL) thickness, and cupping of the optic disk. In Experiment 2, IPA and anisocoria duration induced by intermittent blue or red light flashes were significantly greater in participants with POAG than in controls. IPA and anisocoria duration had good diagnostic value, correlating with the inter-eye asymmetry of visual field loss. Conclusion We demonstrate that binocular chromatic pupillometry could potentially serve as an objective clinical tool for opportunistic glaucoma diagnosis in community-based or telemedicine-based services. Binocular chromatic pupillometry allows an accurate, objective, and rapid assessment of retinal structural impairment and functional loss in glaucomatous eyes of different severity levels.
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Affiliation(s)
- Yadan Quan
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
- NHC and Chinese Academy of Medical Sciences Key Laboratory of Myopia, Fudan University, Shanghai, China
| | - Huiyu Duan
- Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Zongyi Zhan
- Department of Retinal Disease, Shenzhen Eye Institute, Shenzhen Eye Hospital, Shenzhen Eye Hospital Affiliated to Jinan University, Shenzhen, China
| | - Yuening Shen
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
| | - Rui Lin
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
- NHC and Chinese Academy of Medical Sciences Key Laboratory of Myopia, Fudan University, Shanghai, China
| | - Tingting Liu
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
- NHC and Chinese Academy of Medical Sciences Key Laboratory of Myopia, Fudan University, Shanghai, China
| | - Ting Zhang
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
- NHC and Chinese Academy of Medical Sciences Key Laboratory of Myopia, Fudan University, Shanghai, China
| | - Jihong Wu
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
- NHC and Chinese Academy of Medical Sciences Key Laboratory of Myopia, Fudan University, Shanghai, China
| | - Jing Huang
- Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Guangtao Zhai
- Institute of Image Communication and Network Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Xuefei Song
- Department of Ophthalmology, Ninth People's Hospital of Shanghai, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China
| | - Yixiong Zhou
- Department of Ophthalmology, Ninth People's Hospital of Shanghai, Shanghai Jiao Tong University School of Medicine, Shanghai, China
- Shanghai Key Laboratory of Orbital Diseases and Ocular Oncology, Shanghai, China
| | - Xinghuai Sun
- Department of Ophthalmology and Visual Science, Shanghai Medical College, Eye, Ear, Nose and Throat Hospital, Fudan University, Shanghai, China
- Shanghai Key Laboratory of Visual Impairment and Restoration, Fudan University, Shanghai, China
- NHC and Chinese Academy of Medical Sciences Key Laboratory of Myopia, Fudan University, Shanghai, China
- State Key Laboratory of Medical Neurobiology, Institutes of Brain Science and Collaborative Innovation Center for Brain Science, Fudan University, Shanghai, China
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Maloca PM, Carvalho ER, Hasler PW, Balaskas K, Inglin N, Petzold A, Egan C, Tufail A, Scholl HPN, Valmaggia P. Dynamic volume-rendered optical coherence tomography pupillometry. Acta Ophthalmol 2021; 100:654-664. [PMID: 34750988 DOI: 10.1111/aos.15063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 09/29/2021] [Accepted: 10/25/2021] [Indexed: 11/29/2022]
Abstract
PURPOSE To assess intrapupillary space (IPS) changes in healthy subjects with regard to decreased iris motility in patients with pseudoexfoliation glaucoma (PEXG) or non-arteritic anterior ischaemic optic neuropathy (NAION) in a feasibility study in a clinical environment. METHODS Scotopic and photopic IPS measurements using three-dimensionally rendered swept-source optical coherence tomography (SS-OCT) data were obtained and compared for all subjects. Intrapupillary space (IPS) parameters were evaluated such as absolute volumetric differences, relative light response for volumetric ratios and pupillary ejection fraction (PEF) for functional contraction measurements. RESULTS From a total of 122 IPS from 66 subjects, 106 IPS were eligible for comparison providing values for 72 normal, 30 PEXG and 4 NAION eyes. In healthy, PEXG and NAION subjects, scotopic overall mean IPS was 8.90, 3.45 and 4.16 mm3 , and photopic overall mean IPS was 0.87, 0.74 and 1.13 mm3 , respectively. Three-dimensional contractility showed a mean absolute difference of 8.03 mm3 for normals (defined as 100% contractility), 2.72 mm3 for PEXG (33.88% of normal) and 3.03 mm3 for NAION (38.50% of normal) with a relative light response ratio between scotopic and photopic volumes of 10.26 (100%), 4.69 (45.70%) and 3.67 (35.78%), respectively. Pupillary ejection fraction (PEF) showed a contractile pupillary emptying of 88.11% for normals, 76.92% for PEXG and 70.91% for NAION patients. CONCLUSION This 3D pupillometry OCT assessment allows for quantitative measurements of pupil function, contractility and response to light. More specifically, PEF is presented as a potential (neuro)-pupillary outcome measure that could be useful in the monitoring of ophthalmic disorders that affect pupillary function.
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Affiliation(s)
- Peter M. Maloca
- Institute of Molecular and Clinical Ophthalmology Basel (IOB) Basel Switzerland
- OCTlab Department of Ophthalmology University Hospital Basel Basel Switzerland
- Department of Ophthalmology University of Basel Basel Switzerland
- Moorfields Eye Hospital London UK
| | | | - Pascal W. Hasler
- OCTlab Department of Ophthalmology University Hospital Basel Basel Switzerland
- Department of Ophthalmology University of Basel Basel Switzerland
| | | | - Nadja Inglin
- Institute of Molecular and Clinical Ophthalmology Basel (IOB) Basel Switzerland
| | - Axel Petzold
- Moorfields Eye Hospital London UK
- National Hospital for Neurology and Neurosurgery UCLH & UCL Institute of Neurology Queen Square London UK
- Dutch Expertise Centre Neuro‐ophthalmology Amsterdam UMC The Netherlands
| | | | | | - Hendrik P. N. Scholl
- Institute of Molecular and Clinical Ophthalmology Basel (IOB) Basel Switzerland
- OCTlab Department of Ophthalmology University Hospital Basel Basel Switzerland
- Department of Ophthalmology University of Basel Basel Switzerland
| | - Philippe Valmaggia
- Institute of Molecular and Clinical Ophthalmology Basel (IOB) Basel Switzerland
- OCTlab Department of Ophthalmology University Hospital Basel Basel Switzerland
- Department of Ophthalmology University of Basel Basel Switzerland
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Pinheiro HM, da Costa RM. Pupillary light reflex as a diagnostic aid from computational viewpoint: A systematic literature review. J Biomed Inform 2021; 117:103757. [PMID: 33826949 DOI: 10.1016/j.jbi.2021.103757] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2020] [Revised: 03/12/2021] [Accepted: 03/13/2021] [Indexed: 01/06/2023]
Abstract
This work presents a detailed and complete review of publications on pupillary light reflex (PLR) used to aid diagnoses. These are computational techniques used in the evaluation of pupillometry, as well as their application in computer-aided diagnoses (CAD) of pathologies or physiological conditions that can be studied by observing the movements of miosis and mydriasis of the human pupil. A careful survey was carried out of all studies published over the last 10 years which investigated, electronic devices, recording protocols, image treatment, computational algorithms and the pathologies related to PLR. We present the frontier of existing knowledge regarding methods and techniques used in this field of knowledge, which has been expanding due to the possibility of performing diagnoses with high precision, at a low cost and with a non-invasive method.
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Petzold A, Coric D, Balk LJ, Hamann S, Uitdehaag BMJ, Denniston AK, Keane PA, Crabb DP. Longitudinal Development of Peripapillary Hyper-Reflective Ovoid Masslike Structures Suggests a Novel Pathological Pathway in Multiple Sclerosis. Ann Neurol 2020; 88:309-319. [PMID: 32426856 PMCID: PMC7496959 DOI: 10.1002/ana.25782] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2019] [Revised: 05/13/2020] [Accepted: 05/14/2020] [Indexed: 12/26/2022]
Abstract
OBJECTIVE Peripapillary hyper-reflective ovoid masslike structures (PHOMS) are a new spectral domain optical coherence tomography (OCT) finding. METHODS This prospective, longitudinal study included patients (n = 212) with multiple sclerosis (MS; n = 418 eyes), 59 healthy controls (HCs; n = 117 eyes), and 267 non-MS disease controls (534 eyes). OCT and diffusion tensor imaging were used. RESULTS There were no PHOMS in HC eyes (0/117, 0%). The prevalence of PHOMS was significantly higher in patients with MS (34/212, p = 0.001) and MS eyes (45/418, p = 0.0002) when compared to HCs (0/59, 0/117). The inter-rater agreement for PHOMS was 97.9% (kappa = 0.951). PHOMS were present in 16% of patients with relapsing-remitting, 16% of patients with progressive, and 12% of patients with secondary progressive disease course (2% of eyes). There was no relationship of PHOMS with age, disease duration, disease course, disability, or disease-modifying treatments. The fractional anisotropy of the optic radiations was lower in patients without PHOMS (0.814) when compared to patients with PHOMS (0.845, p = 0.03). The majority of PHOMS remained stable, but increase in size and de novo development of PHOMS were also observed. In non-MS disease controls, PHOMS were observed in intracranial hypertension (62%), optic disc drusen (47%), anomalous optic discs (44%), isolated optic neuritis (19%), and optic atrophy (12%). INTERPRETATION These data suggest that PHOMS are a novel finding in MS pathology. Future research is needed to determine whether development of PHOMS in MS is due to intermittently raised intracranial pressure or an otherwise impaired "glymphatic" outflow from eye to brain. ANN NEUROL 2020;88:309-319.
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Affiliation(s)
- Axel Petzold
- Dutch Expertise Center for Neuro‐Ophthalmology and Multiple Sclerosis Center, Departments of Neurology and OphthalmologyAmsterdam University Medical CenterAmsterdamThe Netherlands
- Moorfields Eye Hospital and National Hospital for Neurology and NeurosurgeryLondonUnited Kingdom
- University College London Queen Square Institute of NeurologyLondonUnited Kingdom
- National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital and University College London Institute of OphthalmologyLondonUnited Kingdom
| | - Danko Coric
- Dutch Expertise Center for Neuro‐Ophthalmology and Multiple Sclerosis Center, Departments of Neurology and OphthalmologyAmsterdam University Medical CenterAmsterdamThe Netherlands
- Multiple Sclerosis Center and Department of NeurologyAmsterdam University Medical CenterAmsterdamThe Netherlands
| | - Lisanne J. Balk
- Dutch Expertise Center for Neuro‐Ophthalmology and Multiple Sclerosis Center, Departments of Neurology and OphthalmologyAmsterdam University Medical CenterAmsterdamThe Netherlands
- Multiple Sclerosis Center and Department of NeurologyAmsterdam University Medical CenterAmsterdamThe Netherlands
| | - Steffen Hamann
- Department of Ophthalmology, RigshospitaletUniversity of CopenhagenCopenhagenDenmark
| | - Bernard M. J. Uitdehaag
- Multiple Sclerosis Center and Department of NeurologyAmsterdam University Medical CenterAmsterdamThe Netherlands
| | - Alastair K. Denniston
- National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital and University College London Institute of OphthalmologyLondonUnited Kingdom
- Department of OphthalmologyUniversity Hospitals Birmingham National Health Service Foundation TrustBirminghamUnited Kingdom
- Academic Unit of OphthalmologyInstitute of Inflammation and Ageing, University of BirminghamBirminghamUnited Kingdom
| | - Pearse A. Keane
- Department of Ophthalmology, RigshospitaletUniversity of CopenhagenCopenhagenDenmark
| | - David P. Crabb
- Optometry and Visual SciencesCity, University of LondonLondonUnited Kingdom
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Automated Pupillometry Using a Prototype Binocular Optical Coherence Tomography System. Am J Ophthalmol 2020; 214:21-31. [PMID: 32114180 DOI: 10.1016/j.ajo.2020.02.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 02/07/2020] [Accepted: 02/13/2020] [Indexed: 11/23/2022]
Abstract
PURPOSE To determine the test-retest reliability and diagnostic accuracy of a binocular optical coherence tomography (OCT) prototype (Envision Diagnostics, El Segundo, California, USA) for pupillometry. DESIGN Assessment of diagnostic reliability and accuracy. METHODS Fifty participants with relative afferent pupillary defects (RAPDs) confirmed using the swinging flashlight method (mean age 49.6 years) and 50 healthy control subjects (mean age 31.3 years) were examined. Participants twice underwent an automated pupillometry examination using a binocular OCT system that presents a stimulus and simultaneously captures OCT images of the iris-pupil plane of both eyes. Participants underwent a single examination on the RAPDx (Konan Medical, Irvine, California, USA), an automated infrared pupillometer. Pupil parameters including maximum and minimum diameter, and anisocoria were measured. The magnitude of RAPD was calculated using the log of the ratio of the constriction amplitude between the eyes. A pathological RAPD was above ±0.5 log units on both devices. RESULTS The intraclass correlation coefficient was >0.90 for OCT-derived maximum pupil diameter, minimum pupil diameter, and anisocoria. The RAPDx had a sensitivity of 82% and a specificity of 94% for detection of RAPD whereas the binocular OCT had a sensitivity of 74% and specificity of 86%. The diagnostic accuracy of the RAPDx and binocular OCT was 88% (95% confidence interval 80%-94%) and 80% (95% confidence interval 71%-87%) respectively. CONCLUSIONS Binocular OCT-derived pupil parameters had excellent test-retest reliability. The diagnostic accuracy of RAPD was inferior to the RAPDx and is likely related to factors such as eye movement during OCT capture. As OCT becomes ubiquitous, OCT-derived measurements may provide an efficient method of objectively quantifying the pupil responses.
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Petzold A, Braithwaite T, van Oosten BW, Balk L, Martinez-Lapiscina EH, Wheeler R, Wiegerinck N, Waters C, Plant GT. Case for a new corticosteroid treatment trial in optic neuritis: review of updated evidence. J Neurol Neurosurg Psychiatry 2020; 91:9-14. [PMID: 31740484 PMCID: PMC6952848 DOI: 10.1136/jnnp-2019-321653] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2019] [Revised: 09/20/2019] [Accepted: 10/16/2019] [Indexed: 12/15/2022]
Affiliation(s)
- Axel Petzold
- Expertise Centrum Neuro-ophthalmology, Departments of Neurology & Ophthalmology, Amsterdam UMC, Amsterdam, The Netherlands .,Moorfields Eye Hospital, The National Hospital for Neurology and Neurosurgery, UCL Institute of Neurology, London, UK
| | - Tasanee Braithwaite
- Neuro-ophthalmology, Moorfields Eye Hospital and The National Hospital for Neurology & Neurosurgery, London, UK
| | | | - Lisanne Balk
- Neurology, VU University Medical Center, Amsterdam, The Netherlands
| | - Elena H Martinez-Lapiscina
- Center of Neuroimmunology and Service of Neurology, Clinic Barcelona Hospital University, Barcelona, Spain
| | | | - Nils Wiegerinck
- )Patient Organisation (Neuro-ophthalmology), Lisbon, Portugal
| | - Christiaan Waters
- Neuro-ophthalmologie Vereniging Nederland (KvK nummer 66260140), Amsterdam, Netherlands
| | - Gordon T Plant
- ,National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, St. Thomas Hospital, Moorfields Eye Hospital, London, UK
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